AIMC Topic: Blockchain

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Blockchain enabled deep learning model with modified coati optimization for sustainable healthcare disease detection and classification.

Scientific reports Jul 1, 2025
The growing number of patients and the emergence of new symptoms and diseases make health monitoring and assessment increasingly complex for medical staff and hospitals. The execution of big and heterogeneous data gathered by medical sensors and the ...
Humans Delivery of Health Care Blockchain Deep Learning Algorithms
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An explainable federated blockchain framework with privacy-preserving AI optimization for securing healthcare data.

Scientific reports Jul 1, 2025
With the rapid growth of healthcare data and the need for secure, interpretable, and decentralized machine learning systems, Federated Learning (FL) has emerged as a promising solution. However, FL models often face challenges regarding privacy prese...
Artificial Intelligence Machine Learning Humans Algorithms Delivery of Health Care Computer Security Blockchain Privacy
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Responsible CVD screening with a blockchain assisted chatbot powered by explainable AI.

Scientific reports Apr 4, 2025
Cardiovascular disease (CVD) is rising as a significant concern for the healthcare sector around the world. Researchers have applied multiple traditional approaches to making healthcare systems find new solutions for the CVD concern. Artificial Intel...
Computer Security Blockchain Generative Artificial Intelligence Mass Screening Humans Artificial Intelligence Cardiovascular Diseases
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Attribute encryption access control method of high dimensional medical data based on fuzzy algorithm.

PloS one Mar 27, 2025
The current approach to data access control predominantly utilizes blockchain technology. However, when dealing with high-dimensional medical data, the inherent transparency of blockchain conflicts with the necessity of protecting patient privacy. Co...
Computer Security Humans Blockchain Algorithms Fuzzy Logic Confidentiality
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Opportunistic access control scheme for enhancing IoT-enabled healthcare security using blockchain and machine learning.

Scientific reports Mar 4, 2025
The healthcare industry, aided by technology, leverages the Internet of Things (IoT) paradigm to offer patient/user-related services that are ubiquitous and personalized. The authorized repository stores ubiquitous data for which access-level securit...
Blockchain Humans Delivery of Health Care Internet of Things Machine Learning Computer Security Confidentiality
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Federated learning with bilateral defense via blockchain.

Neural networks : the official journal of the International Neural Network Society Jan 27, 2025
Federated Learning (FL) offers benefits in protecting client data privacy but also faces multiple security challenges, such as privacy breaches from unencrypted data transmission and poisoning attacks that compromise model performance, however, most ...
Humans Algorithms Blockchain Machine Learning Computer Security Federated Learning
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Artificial intelligence and blockchain in clinical trials: enhancing data governance efficiency, integrity, and transparency.

Bioanalysis Jan 23, 2025
This article examines the transformative potential of blockchain technology and its integration with artificial intelligence (AI) in clinical trials, focusing on their combined ability to enhance integrity, operational efficiency, and transparency in...
Clinical Trials as Topic Humans Computer Security Artificial Intelligence Blockchain
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Enabling Demonstrated Consent for Biobanking with Blockchain and Generative AI.

The American journal of bioethics : AJOB Nov 5, 2024
Participation in research is supposed to be voluntary and informed. Yet it is difficult to ensure people are adequately informed about the potential uses of their biological materials when they donate samples for future research. We propose a novel c...
Artificial Intelligence Biomedical Research Informed Consent Humans Blockchain Biological Specimen Banks
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Privacy-Preserving Technology Using Federated Learning and Blockchain in Protecting against Adversarial Attacks for Retinal Imaging.

Ophthalmology Oct 16, 2024
PURPOSE: Collaboration provides valuable data for robust artificial intelligence (AI) model development. Federated learning (FL) is a privacy-enhancing technology that allows collaboration while respecting privacy via the development of models withou...
Retrospective Studies Tomography, Optical Coherence Retina Humans Artificial Intelligence Federated Learning Computer Security Blockchain Privacy Macular Degeneration
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Digital innovations for monitoring sustainability in food systems.

Nature food Aug 15, 2024
Monitoring systems that incentivize, track and verify compliance with social and environmental standards are widespread in food systems. In particular, digital monitoring approaches using remote sensing, machine learning, big data, smartphones, platf...
Blockchain Remote Sensing Technology Big Data Digital Technology Humans Food Supply Smartphone Machine Learning Sustainable Development
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